Other packages > Find by keyword >

DICErClust  

Deep Significance Clustering for Clinical Risk Stratification
View on CRAN: Click here


Download and install DICErClust package within the R console
Install from CRAN:
install.packages("DICErClust")

Install from Github:
library("remotes")
install_github("cran/DICErClust")

Install by package version:
library("remotes")
install_version("DICErClust", "0.1.3")



Attach the package and use:
library("DICErClust")
Maintained by
Sarah Ayton
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-28
Latest Update: 2026-05-28
Description:
We provide an R implementation of Deep Significance Clustering (DICE), a self-supervised learning framework designed to identify clinically meaningful and risk-stratified patient subgroups from electronic health record (EHR) data. DICE jointly optimizes deep representation learning, clustering, and outcome prediction while enforcing statistical significance between predicted outcomes and cluster membership. This integrated optimization produces subgroups that are both clinically coherent and predictive, addressing a gap where traditional unsupervised clustering methods and supervised risk prediction models alone may fail to generate actionable clinical groupings. See Huang et al. (2021) <doi:10.1093/jamia/ocab203>.
How to cite:
Sarah Ayton (2026). DICErClust: Deep Significance Clustering for Clinical Risk Stratification. R package version 0.1.3, https://cran.r-project.org/web/packages/DICErClust. Accessed 09 Oct. 2026.
Previous versions and publish date:
0.1.2 (2026-05-28 14:50), (2026-07-09 08:01)
Other packages that cited DICErClust R package
View DICErClust citation profile
Other R packages that DICErClust depends, imports, suggests or enhances
Complete documentation for DICErClust
Functions, R codes and Examples using the DICErClust R package
Full DICErClust package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

githubinstall  
A Helpful Way to Install R Packages Hosted on GitHub
Provides an helpful way to install packages hosted on GitHub. ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
TRMF  
Temporally Regularized Matrix Factorization
Functions to estimate temporally regularized matrix factorizations (TRMF) for forecasting and imputi ...
Download / Learn more Package Citations See dependency  
separationplot  
Separation Plots
Visual representations of model fit or predictive success in the form of "separation plots." See Gr ...
Download / Learn more Package Citations See dependency  
baffle  
Make Waffle Plots with Base Graphics
Waffle plots are rectangular pie charts that represent a quantity or abundances using colored squar ...
Download / Learn more Package Citations See dependency  
binovisualfields  
Depth-Dependent Binocular Visual Fields Simulation
Simulation and visualization depth-dependent integrated visual fields. Visual fields are measured mo ...
Download / Learn more Package Citations See dependency  

28,989

R Packages

247,686

Dependencies

76,495

Author Associations

28,990

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA